Dataset statistics
| Number of variables | 8 |
|---|---|
| Number of observations | 600529 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 41.2 MiB |
| Average record size in memory | 72.0 B |
Variable types
| Numeric | 2 |
|---|---|
| Categorical | 6 |
labour_force is highly overall correlated with uom | High correlation |
uom is highly overall correlated with labour_force | High correlation |
Reproduction
| Analysis started | 2024-10-09 17:19:08.834245 |
|---|---|
| Analysis finished | 2024-10-09 17:19:20.527071 |
| Duration | 11.69 seconds |
| Software version | ydata-profiling vv4.10.0 |
| Download configuration | config.json |
ref_date
Real number (ℝ)
| Distinct | 48 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2000.7334 |
| Minimum | 1976 |
|---|---|
| Maximum | 2023 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.2 MiB |
Quantile statistics
| Minimum | 1976 |
|---|---|
| 5-th percentile | 1979 |
| Q1 | 1990 |
| median | 2001 |
| Q3 | 2012 |
| 95-th percentile | 2021 |
| Maximum | 2023 |
| Range | 47 |
| Interquartile range (IQR) | 22 |
Descriptive statistics
| Standard deviation | 13.343923 |
|---|---|
| Coefficient of variation (CV) | 0.0066695157 |
| Kurtosis | -1.1152644 |
| Mean | 2000.7334 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | -0.080163996 |
| Sum | 1.2014984 × 109 |
| Variance | 178.06027 |
| Monotonicity | Increasing |
Histogram with fixed size bins (bins=48)
| Value | Count | Frequency (%) |
| 2020 | 13891 | 2.3% |
| 1992 | 13758 | 2.3% |
| 1993 | 13697 | 2.3% |
| 2009 | 13669 | 2.3% |
| 1991 | 13651 | 2.3% |
| 2010 | 13587 | 2.3% |
| 1994 | 13577 | 2.3% |
| 2012 | 13498 | 2.2% |
| 1987 | 13496 | 2.2% |
| 2011 | 13447 | 2.2% |
| Other values (38) | 464258 |
| Value | Count | Frequency (%) |
| 1976 | 9158 | |
| 1977 | 9325 | |
| 1978 | 9423 | |
| 1979 | 9377 | |
| 1980 | 9311 | |
| 1981 | 9403 | |
| 1982 | 9814 | |
| 1983 | 9957 | |
| 1984 | 9990 | |
| 1985 | 10030 |
| Value | Count | Frequency (%) |
| 2023 | 12924 | |
| 2022 | 12834 | |
| 2021 | 13254 | |
| 2020 | 13891 | |
| 2019 | 13125 | |
| 2018 | 13127 | |
| 2017 | 13239 | |
| 2016 | 13418 | |
| 2015 | 13382 | |
| 2014 | 13343 |
geo
Categorical
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.2 MiB |
| Nova Scotia | |
|---|---|
| Manitoba | |
| Saskatchewan | |
| New Brunswick | |
| British Columbia | |
| Other values (6) |
Length
| Max length | 25 |
|---|---|
| Median length | 13 |
| Mean length | 11.892658 |
| Min length | 6 |
Characters and Unicode
| Total characters | 7141886 |
|---|---|
| Distinct characters | 32 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Canada |
|---|---|
| 2nd row | Canada |
| 3rd row | Canada |
| 4th row | Canada |
| 5th row | Canada |
Common Values
| Value | Count | Frequency (%) |
| Nova Scotia | 60489 | |
| Manitoba | 59622 | |
| Saskatchewan | 57442 | |
| New Brunswick | 57416 | |
| British Columbia | 55349 | |
| Quebec | 54089 | |
| Alberta | 52523 | |
| Prince Edward Island | 52245 | |
| Newfoundland and Labrador | 51682 | |
| Ontario | 51058 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| nova | 60489 | 6.2% |
| scotia | 60489 | 6.2% |
| manitoba | 59622 | 6.1% |
| saskatchewan | 57442 | 5.9% |
| new | 57416 | 5.8% |
| brunswick | 57416 | 5.8% |
| british | 55349 | 5.6% |
| columbia | 55349 | 5.6% |
| quebec | 54089 | 5.5% |
| alberta | 52523 | 5.4% |
| Other values (8) | 411453 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 1028538 | |
| n | 533688 | 7.5% |
| i | 446877 | 6.3% |
| r | 424200 | 5.9% |
| d | 412077 | 5.8% |
| o | 390371 | 5.5% |
| 381108 | 5.3% | |
| e | 379486 | 5.3% |
| t | 336483 | 4.7% |
| c | 281681 | 3.9% |
| Other values (22) | 2527377 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 7141886 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 1028538 | |
| n | 533688 | 7.5% |
| i | 446877 | 6.3% |
| r | 424200 | 5.9% |
| d | 412077 | 5.8% |
| o | 390371 | 5.5% |
| 381108 | 5.3% | |
| e | 379486 | 5.3% |
| t | 336483 | 4.7% |
| c | 281681 | 3.9% |
| Other values (22) | 2527377 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 7141886 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 1028538 | |
| n | 533688 | 7.5% |
| i | 446877 | 6.3% |
| r | 424200 | 5.9% |
| d | 412077 | 5.8% |
| o | 390371 | 5.5% |
| 381108 | 5.3% | |
| e | 379486 | 5.3% |
| t | 336483 | 4.7% |
| c | 281681 | 3.9% |
| Other values (22) | 2527377 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 7141886 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 1028538 | |
| n | 533688 | 7.5% |
| i | 446877 | 6.3% |
| r | 424200 | 5.9% |
| d | 412077 | 5.8% |
| o | 390371 | 5.5% |
| 381108 | 5.3% | |
| e | 379486 | 5.3% |
| t | 336483 | 4.7% |
| c | 281681 | 3.9% |
| Other values (22) | 2527377 |
labour_force
Categorical
HIGH CORRELATION 
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.2 MiB |
| Labour force | |
|---|---|
| Full-time employment | |
| Employment | |
| Part-time employment | |
| Unemployment |
Length
| Max length | 20 |
|---|---|
| Median length | 17 |
| Mean length | 15.01671 |
| Min length | 10 |
Characters and Unicode
| Total characters | 9017970 |
|---|---|
| Distinct characters | 22 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Labour force |
|---|---|
| 2nd row | Labour force |
| 3rd row | Labour force |
| 4th row | Labour force |
| 5th row | Labour force |
Common Values
| Value | Count | Frequency (%) |
| Labour force | 119629 | |
| Full-time employment | 114811 | |
| Employment | 114143 | |
| Part-time employment | 90265 | |
| Unemployment | 81821 | |
| Unemployment rate | 79860 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| employment | 319219 | |
| unemployment | 161681 | |
| labour | 119629 | 11.9% |
| force | 119629 | 11.9% |
| full-time | 114811 | 11.4% |
| part-time | 90265 | 9.0% |
| rate | 79860 | 7.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 1252222 | |
| m | 1166876 | |
| t | 856101 | |
| o | 720158 | 8.0% |
| l | 710522 | 7.9% |
| n | 642581 | 7.1% |
| y | 480900 | 5.3% |
| p | 480900 | 5.3% |
| r | 409383 | 4.5% |
| 404565 | 4.5% | |
| Other values (12) | 1893762 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 9017970 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 1252222 | |
| m | 1166876 | |
| t | 856101 | |
| o | 720158 | 8.0% |
| l | 710522 | 7.9% |
| n | 642581 | 7.1% |
| y | 480900 | 5.3% |
| p | 480900 | 5.3% |
| r | 409383 | 4.5% |
| 404565 | 4.5% | |
| Other values (12) | 1893762 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 9017970 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 1252222 | |
| m | 1166876 | |
| t | 856101 | |
| o | 720158 | 8.0% |
| l | 710522 | 7.9% |
| n | 642581 | 7.1% |
| y | 480900 | 5.3% |
| p | 480900 | 5.3% |
| r | 409383 | 4.5% |
| 404565 | 4.5% | |
| Other values (12) | 1893762 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 9017970 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 1252222 | |
| m | 1166876 | |
| t | 856101 | |
| o | 720158 | 8.0% |
| l | 710522 | 7.9% |
| n | 642581 | 7.1% |
| y | 480900 | 5.3% |
| p | 480900 | 5.3% |
| r | 409383 | 4.5% |
| 404565 | 4.5% | |
| Other values (12) | 1893762 |
| Distinct | 29 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.2 MiB |
| Accommodation and food services [72] | 28627 |
|---|---|
| Wholesale and retail trade [41, 44-45] | 27891 |
| Goods-producing sector | 27561 |
| Other services (except public administration) [81] | 27035 |
| Manufacturing [31-33] | 26169 |
| Other values (24) |
Length
| Max length | 75 |
|---|---|
| Median length | 52 |
| Mean length | 35.70306 |
| Min length | 14 |
Characters and Unicode
| Total characters | 21440723 |
|---|---|
| Distinct characters | 58 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Goods-producing sector |
|---|---|
| 2nd row | Agriculture [111-112, 1100, 1151-1152] |
| 3rd row | Agriculture [111-112, 1100, 1151-1152] |
| 4th row | Forestry, fishing, mining, quarrying, oil and gas [21, 113-114, 1153, 2100] |
| 5th row | Forestry, fishing, mining, quarrying, oil and gas [21, 113-114, 1153, 2100] |
Common Values
| Value | Count | Frequency (%) |
| Accommodation and food services [72] | 28627 | 4.8% |
| Wholesale and retail trade [41, 44-45] | 27891 | 4.6% |
| Goods-producing sector | 27561 | 4.6% |
| Other services (except public administration) [81] | 27035 | 4.5% |
| Manufacturing [31-33] | 26169 | 4.4% |
| Information, culture and recreation [51, 71] | 26011 | 4.3% |
| Business, building and other support services [55, 56] | 25823 | 4.3% |
| Construction [23] | 25561 | 4.3% |
| Educational services [61] | 25348 | 4.2% |
| Health care and social assistance [62] | 24919 | 4.1% |
| Other values (19) | 335584 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| and | 316801 | 11.1% |
| services | 128979 | 4.5% |
| trade | 65963 | 2.3% |
| other | 52858 | 1.9% |
| administration | 51763 | 1.8% |
| public | 51763 | 1.8% |
| sector | 50046 | 1.8% |
| retail | 49570 | 1.7% |
| 44-45 | 49570 | 1.7% |
| wholesale | 44284 | 1.6% |
| Other values (80) | 1980604 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2241672 | 10.5% | |
| a | 1411872 | 6.6% |
| i | 1408338 | 6.6% |
| n | 1377195 | 6.4% |
| e | 1368236 | 6.4% |
| s | 1159740 | 5.4% |
| r | 1145025 | 5.3% |
| t | 1041735 | 4.9% |
| o | 893175 | 4.2% |
| 1 | 823852 | 3.8% |
| Other values (48) | 8569883 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 21440723 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2241672 | 10.5% | |
| a | 1411872 | 6.6% |
| i | 1408338 | 6.6% |
| n | 1377195 | 6.4% |
| e | 1368236 | 6.4% |
| s | 1159740 | 5.4% |
| r | 1145025 | 5.3% |
| t | 1041735 | 4.9% |
| o | 893175 | 4.2% |
| 1 | 823852 | 3.8% |
| Other values (48) | 8569883 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 21440723 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2241672 | 10.5% | |
| a | 1411872 | 6.6% |
| i | 1408338 | 6.6% |
| n | 1377195 | 6.4% |
| e | 1368236 | 6.4% |
| s | 1159740 | 5.4% |
| r | 1145025 | 5.3% |
| t | 1041735 | 4.9% |
| o | 893175 | 4.2% |
| 1 | 823852 | 3.8% |
| Other values (48) | 8569883 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 21440723 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2241672 | 10.5% | |
| a | 1411872 | 6.6% |
| i | 1408338 | 6.6% |
| n | 1377195 | 6.4% |
| e | 1368236 | 6.4% |
| s | 1159740 | 5.4% |
| r | 1145025 | 5.3% |
| t | 1041735 | 4.9% |
| o | 893175 | 4.2% |
| 1 | 823852 | 3.8% |
| Other values (48) | 8569883 |
sex
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.2 MiB |
| Both sexes | |
|---|---|
| Males | |
| Females |
Length
| Max length | 10 |
|---|---|
| Median length | 7 |
| Mean length | 7.4107828 |
| Min length | 5 |
Characters and Unicode
| Total characters | 4450390 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Females |
|---|---|
| 2nd row | Females |
| 3rd row | Females |
| 4th row | Both sexes |
| 5th row | Both sexes |
Common Values
| Value | Count | Frequency (%) |
| Both sexes | 216457 | |
| Males | 201342 | |
| Females | 182730 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| both | 216457 | |
| sexes | 216457 | |
| males | 201342 | |
| females | 182730 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 999716 | |
| s | 816986 | |
| a | 384072 | 8.6% |
| l | 384072 | 8.6% |
| B | 216457 | 4.9% |
| o | 216457 | 4.9% |
| t | 216457 | 4.9% |
| h | 216457 | 4.9% |
| 216457 | 4.9% | |
| x | 216457 | 4.9% |
| Other values (3) | 566802 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4450390 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 999716 | |
| s | 816986 | |
| a | 384072 | 8.6% |
| l | 384072 | 8.6% |
| B | 216457 | 4.9% |
| o | 216457 | 4.9% |
| t | 216457 | 4.9% |
| h | 216457 | 4.9% |
| 216457 | 4.9% | |
| x | 216457 | 4.9% |
| Other values (3) | 566802 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4450390 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 999716 | |
| s | 816986 | |
| a | 384072 | 8.6% |
| l | 384072 | 8.6% |
| B | 216457 | 4.9% |
| o | 216457 | 4.9% |
| t | 216457 | 4.9% |
| h | 216457 | 4.9% |
| 216457 | 4.9% | |
| x | 216457 | 4.9% |
| Other values (3) | 566802 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4450390 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 999716 | |
| s | 816986 | |
| a | 384072 | 8.6% |
| l | 384072 | 8.6% |
| B | 216457 | 4.9% |
| o | 216457 | 4.9% |
| t | 216457 | 4.9% |
| h | 216457 | 4.9% |
| 216457 | 4.9% | |
| x | 216457 | 4.9% |
| Other values (3) | 566802 |
age_group
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.2 MiB |
| 15 years and over | |
|---|---|
| 25 to 54 years | |
| 15 to 24 years | |
| 55 years and over |
Length
| Max length | 17 |
|---|---|
| Median length | 14 |
| Mean length | 15.483327 |
| Min length | 14 |
Characters and Unicode
| Total characters | 9298187 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 55 years and over |
|---|---|
| 2nd row | 15 to 24 years |
| 3rd row | 55 years and over |
| 4th row | 15 to 24 years |
| 5th row | 55 years and over |
Common Values
| Value | Count | Frequency (%) |
| 15 years and over | 167650 | |
| 25 to 54 years | 159332 | |
| 15 to 24 years | 144270 | |
| 55 years and over | 129277 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| years | 600529 | |
| 15 | 311920 | |
| to | 303602 | |
| and | 296927 | |
| over | 296927 | |
| 25 | 159332 | 6.6% |
| 54 | 159332 | 6.6% |
| 24 | 144270 | 6.0% |
| 55 | 129277 | 5.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1801587 | ||
| e | 897456 | |
| a | 897456 | |
| r | 897456 | |
| 5 | 889138 | |
| y | 600529 | 6.5% |
| s | 600529 | 6.5% |
| o | 600529 | 6.5% |
| 1 | 311920 | 3.4% |
| 2 | 303602 | 3.3% |
| Other values (5) | 1497985 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 9298187 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1801587 | ||
| e | 897456 | |
| a | 897456 | |
| r | 897456 | |
| 5 | 889138 | |
| y | 600529 | 6.5% |
| s | 600529 | 6.5% |
| o | 600529 | 6.5% |
| 1 | 311920 | 3.4% |
| 2 | 303602 | 3.3% |
| Other values (5) | 1497985 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 9298187 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1801587 | ||
| e | 897456 | |
| a | 897456 | |
| r | 897456 | |
| 5 | 889138 | |
| y | 600529 | 6.5% |
| s | 600529 | 6.5% |
| o | 600529 | 6.5% |
| 1 | 311920 | 3.4% |
| 2 | 303602 | 3.3% |
| Other values (5) | 1497985 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 9298187 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1801587 | ||
| e | 897456 | |
| a | 897456 | |
| r | 897456 | |
| 5 | 889138 | |
| y | 600529 | 6.5% |
| s | 600529 | 6.5% |
| o | 600529 | 6.5% |
| 1 | 311920 | 3.4% |
| 2 | 303602 | 3.3% |
| Other values (5) | 1497985 |
uom
Categorical
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.2 MiB |
| Persons | |
|---|---|
| Percentage |
Length
| Max length | 10 |
|---|---|
| Median length | 7 |
| Mean length | 7.3989483 |
| Min length | 7 |
Characters and Unicode
| Total characters | 4443283 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Persons |
|---|---|
| 2nd row | Persons |
| 3rd row | Persons |
| 4th row | Persons |
| 5th row | Persons |
Common Values
| Value | Count | Frequency (%) |
| Persons | 520669 | |
| Percentage | 79860 | 13.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| persons | 520669 | |
| percentage | 79860 | 13.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| s | 1041338 | |
| e | 760249 | |
| P | 600529 | |
| r | 600529 | |
| n | 600529 | |
| o | 520669 | |
| c | 79860 | 1.8% |
| t | 79860 | 1.8% |
| a | 79860 | 1.8% |
| g | 79860 | 1.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4443283 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| s | 1041338 | |
| e | 760249 | |
| P | 600529 | |
| r | 600529 | |
| n | 600529 | |
| o | 520669 | |
| c | 79860 | 1.8% |
| t | 79860 | 1.8% |
| a | 79860 | 1.8% |
| g | 79860 | 1.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4443283 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| s | 1041338 | |
| e | 760249 | |
| P | 600529 | |
| r | 600529 | |
| n | 600529 | |
| o | 520669 | |
| c | 79860 | 1.8% |
| t | 79860 | 1.8% |
| a | 79860 | 1.8% |
| g | 79860 | 1.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4443283 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| s | 1041338 | |
| e | 760249 | |
| P | 600529 | |
| r | 600529 | |
| n | 600529 | |
| o | 520669 | |
| c | 79860 | 1.8% |
| t | 79860 | 1.8% |
| a | 79860 | 1.8% |
| g | 79860 | 1.8% |
value
Real number (ℝ)
| Distinct | 702 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.644958 |
| Minimum | 0.2 |
|---|---|
| Maximum | 70.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.2 MiB |
Quantile statistics
| Minimum | 0.2 |
|---|---|
| 5-th percentile | 0.6 |
| Q1 | 2.1 |
| median | 5.8 |
| Q3 | 14.9 |
| 95-th percentile | 45.8 |
| Maximum | 70.3 |
| Range | 70.1 |
| Interquartile range (IQR) | 12.8 |
Descriptive statistics
| Standard deviation | 14.443319 |
|---|---|
| Coefficient of variation (CV) | 1.2403067 |
| Kurtosis | 3.4630232 |
| Mean | 11.644958 |
| Median Absolute Deviation (MAD) | 4.5 |
| Skewness | 1.9515623 |
| Sum | 6993134.8 |
| Variance | 208.60948 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.5 | 14166 | 2.4% |
| 0.6 | 12044 | 2.0% |
| 0.7 | 10663 | 1.8% |
| 0.8 | 9552 | 1.6% |
| 0.9 | 8528 | 1.4% |
| 1 | 7758 | 1.3% |
| 1.5 | 7722 | 1.3% |
| 1.6 | 7555 | 1.3% |
| 0.2 | 7453 | 1.2% |
| 1.1 | 7183 | 1.2% |
| Other values (692) | 507905 |
| Value | Count | Frequency (%) |
| 0.2 | 7453 | |
| 0.3 | 4960 | 0.8% |
| 0.4 | 3421 | 0.6% |
| 0.5 | 14166 | |
| 0.6 | 12044 | |
| 0.7 | 10663 | |
| 0.8 | 9552 | |
| 0.9 | 8528 | |
| 1 | 7758 | |
| 1.1 | 7183 |
| Value | Count | Frequency (%) |
| 70.3 | 86 | |
| 70.2 | 89 | |
| 70.1 | 90 | |
| 70 | 106 | |
| 69.9 | 101 | |
| 69.8 | 88 | |
| 69.7 | 85 | |
| 69.6 | 103 | |
| 69.5 | 94 | |
| 69.4 | 102 |
| age_group | geo | labour_force | north_american_industry_classification_system_(naics) | ref_date | sex | uom | value | |
|---|---|---|---|---|---|---|---|---|
| age_group | 1.000 | 0.078 | 0.110 | 0.089 | 0.036 | 0.034 | 0.119 | 0.068 |
| geo | 0.078 | 1.000 | 0.107 | 0.072 | 0.007 | 0.044 | 0.142 | 0.115 |
| labour_force | 0.110 | 0.107 | 1.000 | 0.155 | 0.010 | 0.060 | 1.000 | 0.111 |
| north_american_industry_classification_system_(naics) | 0.089 | 0.072 | 0.155 | 1.000 | 0.079 | 0.086 | 0.176 | 0.068 |
| ref_date | 0.036 | 0.007 | 0.010 | 0.079 | 1.000 | 0.006 | 0.014 | -0.010 |
| sex | 0.034 | 0.044 | 0.060 | 0.086 | 0.006 | 1.000 | 0.050 | 0.041 |
| uom | 0.119 | 0.142 | 1.000 | 0.176 | 0.014 | 0.050 | 1.000 | 0.183 |
| value | 0.068 | 0.115 | 0.111 | 0.068 | -0.010 | 0.041 | 0.183 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| ref_date | geo | labour_force | north_american_industry_classification_system_(naics) | sex | age_group | uom | value | |
|---|---|---|---|---|---|---|---|---|
| 23 | 1976 | Canada | Labour force | Goods-producing sector | Females | 55 years and over | Persons | 59.2 |
| 33 | 1976 | Canada | Labour force | Agriculture [111-112, 1100, 1151-1152] | Females | 15 to 24 years | Persons | 25.0 |
| 35 | 1976 | Canada | Labour force | Agriculture [111-112, 1100, 1151-1152] | Females | 55 years and over | Persons | 16.2 |
| 37 | 1976 | Canada | Labour force | Forestry, fishing, mining, quarrying, oil and gas [21, 113-114, 1153, 2100] | Both sexes | 15 to 24 years | Persons | 66.5 |
| 39 | 1976 | Canada | Labour force | Forestry, fishing, mining, quarrying, oil and gas [21, 113-114, 1153, 2100] | Both sexes | 55 years and over | Persons | 27.9 |
| 41 | 1976 | Canada | Labour force | Forestry, fishing, mining, quarrying, oil and gas [21, 113-114, 1153, 2100] | Males | 15 to 24 years | Persons | 59.7 |
| 43 | 1976 | Canada | Labour force | Forestry, fishing, mining, quarrying, oil and gas [21, 113-114, 1153, 2100] | Males | 55 years and over | Persons | 26.7 |
| 44 | 1976 | Canada | Labour force | Forestry, fishing, mining, quarrying, oil and gas [21, 113-114, 1153, 2100] | Females | 15 years and over | Persons | 19.6 |
| 45 | 1976 | Canada | Labour force | Forestry, fishing, mining, quarrying, oil and gas [21, 113-114, 1153, 2100] | Females | 15 to 24 years | Persons | 6.7 |
| 46 | 1976 | Canada | Labour force | Forestry, fishing, mining, quarrying, oil and gas [21, 113-114, 1153, 2100] | Females | 25 to 54 years | Persons | 11.7 |
| ref_date | geo | labour_force | north_american_industry_classification_system_(naics) | sex | age_group | uom | value | |
|---|---|---|---|---|---|---|---|---|
| 998678 | 2023 | British Columbia | Unemployment rate | Accommodation and food services [72] | Both sexes | 25 to 54 years | Percentage | 3.8 |
| 998680 | 2023 | British Columbia | Unemployment rate | Accommodation and food services [72] | Males | 15 years and over | Percentage | 5.4 |
| 998681 | 2023 | British Columbia | Unemployment rate | Accommodation and food services [72] | Males | 15 to 24 years | Percentage | 5.8 |
| 998682 | 2023 | British Columbia | Unemployment rate | Accommodation and food services [72] | Males | 25 to 54 years | Percentage | 5.3 |
| 998684 | 2023 | British Columbia | Unemployment rate | Accommodation and food services [72] | Females | 15 years and over | Percentage | 3.0 |
| 998685 | 2023 | British Columbia | Unemployment rate | Accommodation and food services [72] | Females | 15 to 24 years | Percentage | 3.7 |
| 998688 | 2023 | British Columbia | Unemployment rate | Other services (except public administration) [81] | Both sexes | 15 years and over | Percentage | 2.8 |
| 998692 | 2023 | British Columbia | Unemployment rate | Other services (except public administration) [81] | Males | 15 years and over | Percentage | 3.2 |
| 998696 | 2023 | British Columbia | Unemployment rate | Other services (except public administration) [81] | Females | 15 years and over | Percentage | 2.5 |
| 998700 | 2023 | British Columbia | Unemployment rate | Public administration [91] | Both sexes | 15 years and over | Percentage | 1.3 |